{"id":"W7033643505","doi":"","title":"Québec (Province). Programme d'aide à la recherche sur l'enseignement et l'apprentissage (PAREA) : dossier secondaire 803 /","year":2015,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Robotic Process Automation Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Agency (philosophy); Identity (music); Subject (documents); Legislation; Identification (biology); Qualitative research; Public policy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002078034,0.001522816,0.001204437,0.001694308,0.0003388675,0.001077183,0.001803168,0.0007511194,0.0299753],"category_scores_gemma":[0.007157344,0.001641312,0.0005481027,0.002180973,0.0006713619,0.0009755524,0.0007697583,0.001953217,0.002544236],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02637818,"about_ca_system_score_gemma":0.1506437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2423598,"about_ca_topic_score_gemma":0.9833424,"domain_scores_codex":[0.9921975,0.001205862,0.001746108,0.001529885,0.002169514,0.001151124],"domain_scores_gemma":[0.9828421,0.01366661,0.001098511,0.001318705,0.0002574021,0.0008166063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001286918,0.001932807,0.005571418,0.002401047,0.001976373,0.00007927315,0.0188658,0.009909964,0.0009236585,0.03879589,0.8697811,0.04963396],"study_design_scores_gemma":[0.001994182,0.0001287194,0.02211637,0.0008600562,0.000332055,0.0001102141,0.0006136624,0.01241506,0.0002734452,0.0008681301,0.9586666,0.001621508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00650413,0.02910948,0.02914142,0.02873643,0.0003574024,0.002756213,0.001129392,0.001466038,0.9007995],"genre_scores_gemma":[0.05947408,0.002570715,0.05202474,0.001361214,0.0007061308,0.002829591,0.0005170137,0.001356659,0.8791599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7409826,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04699583117525147,"score_gpt":0.2594585208856278,"score_spread":0.2124626897103764,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}